The house smelled of pine and cinnamon. His mother had been busy. His father, in his favorite worn armchair, looked up and smiled. A quiet satisfaction bubbled up within him.

"You made it!" his father said. He felt his face warm. He helped his mother in the kitchen, finding a comfortable rhythm in the shared activity.

Later, they watched a movie together, side-by-side, the comfortable silence punctuated by the occasional shared laugh. The weight that had been on his shoulders had noticeably lessened. He felt at peace.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417